The manuscript sat on Clara's desk, its pages taunting her with the story of her life. She’d always guarded her privacy fiercely. Now, her life story was open to the world. She pushed the document away with a sigh, her fingers aching. She leaned back in her chair, the leather squeaking in protest. Her eyes drifted to the window, the sun was casting long shadows across her office. A hollowness had settled in her stomach. She felt the sudden urge to just disappear, to be swallowed whole by the coming dusk.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198